KanakaKumar commented on a change in pull request #3209: [CARBONDATA-3373] 
Optimize scenes with in numbers in SQL
URL: https://github.com/apache/carbondata/pull/3209#discussion_r281922869
 
 

 ##########
 File path: 
core/src/main/java/org/apache/carbondata/core/scan/filter/executer/IncludeFilterExecuterImpl.java
 ##########
 @@ -272,29 +273,21 @@ private BitSet getFilteredIndexesForMeasures(ColumnPage 
columnPage,
     // Get the measure values from the chunk. compare sequentially with the
     // the filter values. The one that matches sets it Bitset.
     BitSet bitSet = new BitSet(rowsInPage);
-    Object[] filterValues = msrColumnExecutorInfo.getFilterKeys();
-
-    SerializableComparator comparator = 
Comparator.getComparatorByDataTypeForMeasure(msrType);
+    Set filterValuesSet = msrColumnExecutorInfo.getFilterKeysSet();
     BitSet nullBitSet = columnPage.getNullBits();
-    for (int i = 0; i < filterValues.length; i++) {
-      if (filterValues[i] == null) {
-        for (int j = nullBitSet.nextSetBit(0); j >= 0; j = 
nullBitSet.nextSetBit(j + 1)) {
-          bitSet.set(j);
-        }
-        continue;
-      }
-      for (int startIndex = 0; startIndex < rowsInPage; startIndex++) {
-        if (!nullBitSet.get(startIndex)) {
-          // Check if filterValue[i] matches with measure Values.
-          Object msrValue = DataTypeUtil
-              .getMeasureObjectBasedOnDataType(columnPage, startIndex,
-                  msrType, msrColumnEvaluatorInfo.getMeasure());
-
-          if (comparator.compare(msrValue, filterValues[i]) == 0) {
-            // This is a match.
-            bitSet.set(startIndex);
-          }
+    for (int startIndex = 0; startIndex < rowsInPage; startIndex++) {
+      if (!nullBitSet.get(startIndex)) {
+        // Check if filterValue[i] matches with measure Values.
+        Object msrValue = DataTypeUtil
+            .getMeasureObjectBasedOnDataType(columnPage, startIndex,
+                msrType, msrColumnEvaluatorInfo.getMeasure());
+
+        if (filterValuesSet.contains(msrValue)) {
 
 Review comment:
   HashSet/Map lookup depends on hashcode . I think this may not match incase 
of decimal & float value  Example. 123.000 & 123.0  comparison with equals 
would work but hashcode would be different.
   
   I think the optimal approach would be to use TreeMap with  comparator by 
data type [TreeMap(Comparator<? super K> comparator)] which does binary search 
or sorted filter values.
   

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